VBVR-Pro: A Scalable and Verifiable Suite for Native Visual Reasoning

By Junxiang Xu · Paper · cs.CV

Native visual reasoning treats visual generation as the medium of reasoning itself: visual states (i.e. images and videos) are not merely inputs to be understood or outputs to be rendered, but first-class substrates for problem solving beyond language. Yet progress remains bottle

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